{"id":"W4410099100","doi":"10.1002/adfm.202501708","title":"Controlled Hydrogel Surfaces Adhesion via Macrophase Separation Polymerization Triggered by Electrostatic Interaction for Wound Dressing and Bio‐Sensor","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Adhesion; Polymerization; Self-healing hydrogels; Wound dressing; Nanotechnology; Polymer chemistry; Composite material; Polymer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001583803,0.0002696417,0.0004704795,0.0001428765,0.0002384297,0.0001528737,0.00004446457,0.00010996,0.00005965037],"category_scores_gemma":[0.0001579176,0.0002635408,0.00004702614,0.0001475153,0.00003972423,0.0005066015,0.00001211593,0.00005156967,0.000005663788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009397946,"about_ca_system_score_gemma":0.00002078081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001423271,"about_ca_topic_score_gemma":0.000003511188,"domain_scores_codex":[0.9986647,0.00005831029,0.0005667171,0.0003162277,0.0001159845,0.0002780019],"domain_scores_gemma":[0.9992551,0.0003171799,0.0001614013,0.0001253183,0.00008866458,0.00005234241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001787639,0.00002507882,0.000006271781,0.0001370308,0.00007287062,5.417104e-7,0.00002139809,0.03587485,0.9601339,0.0003363724,0.0001543333,0.001449702],"study_design_scores_gemma":[0.004071886,0.00009185138,0.00008230013,0.00009325019,0.00008024005,0.00000695397,0.0000352336,0.007892422,0.9843681,0.002157952,0.0008686174,0.0002511272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385681,0.0004764846,0.1583281,0.00004245641,0.001529964,0.0005820956,0.0001158027,0.0002709348,0.00008611575],"genre_scores_gemma":[0.9958916,0.0001517139,0.002240837,0.00008391353,0.0001126765,0.0002354241,0.000693058,0.00004612152,0.000544714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573234,"threshold_uncertainty_score":0.9999817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008433748195393914,"score_gpt":0.260041390554986,"score_spread":0.2516076423595921,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}